diff --git a/docs/tutorial/relationship-attributes/create-and-update-relationships.md b/docs/tutorial/relationship-attributes/create-and-update-relationships.md
index ce2f4d87d4..dd227ef0dd 100644
--- a/docs/tutorial/relationship-attributes/create-and-update-relationships.md
+++ b/docs/tutorial/relationship-attributes/create-and-update-relationships.md
@@ -6,49 +6,7 @@ Let's see now how to create data with relationships using these new **relationsh
 
 Let's check the old code we used to create some heroes and teams:
 
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 There are several things to **notice** here.
 
@@ -68,69 +26,7 @@ This is the first area where these **relationship attributes** can help. 🤓
 
 Now let's do all that, but this time using the new, shiny `Relationship` attributes:
 
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 Now we can create the `Team` instances and pass them directly to the new `team` argument when creating the `Hero` instances, as `team=team_preventers` instead of `team_id=team_preventers.id`.
 
@@ -146,81 +42,7 @@ And then, as you can see, we only have to do one `commit()`.
 
 The same way we could assign an integer with a `team.id` to a `hero.team_id`, we can also assign the `Team` instance to the `hero.team`:
 
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+{* ./docs_src/tutorial/relationship_attributes/create_and_update_relationships/tutorial001_py310.py ln[32:33] hl[8] *}
 
 ## Create a Team with Heroes
 
@@ -228,81 +50,7 @@ Before, we created some `Team` instances and passed them in the `team=` argument
 
 We could also create the `Hero` instances first, and then pass them in the `heroes=` argument that takes a list, when creating a `Team` instance:
 
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+{* ./docs_src/tutorial/relationship_attributes/create_and_update_relationships/tutorial001_py310.py ln[32:33] hl[13,15:16] *}
 
 Here we create two heroes first, **Black Lion** and **Princess Sure-E**, and then we pass them in the `heroes` argument.
 
@@ -318,81 +66,7 @@ As the attribute `team.heroes` behaves like a list, we can simply append to it.
 
 Let's create some more heroes and add them to the `team_preventers.heroes` list attribute:
 
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+{* ./docs_src/tutorial/relationship_attributes/create_and_update_relationships/tutorial001_py310.py ln[32:33] hl[14:18] *}
 
 The attribute `team_preventers.heroes` behaves like a list. But it's a special type of list, because when we modify it adding heroes to it, **SQLModel** (actually SQLAlchemy) **keeps track of the necessary changes** to be done in the database.